Jedrzej Kosinski
1b96430c60
Merge master into worksplit-multigpu ( #13546 )
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* fix: pin SQLAlchemy>=2.0 in requirements.txt (fixes #13036 ) (#13316 )
* Refactor io to IO in nodes_ace.py (#13485 )
* Bump comfyui-frontend-package to 1.42.12 (#13489 )
* Make the ltx audio vae more native. (#13486 )
* feat(api-nodes): add automatic downscaling of videos for ByteDance 2 nodes (#13465 )
* Support standalone LTXV audio VAEs (#13499 )
* [Partner Nodes] added 4K resolution for Veo models; added Veo 3 Lite model (#13330 )
* feat(api nodes): added 4K resolution for Veo models; added Veo 3 Lite model
Signed-off-by: bigcat88 <bigcat88@icloud.com>
* increase poll_interval from 5 to 9
---------
Signed-off-by: bigcat88 <bigcat88@icloud.com>
Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>
* Bump comfyui-frontend-package to 1.42.14 (#13493 )
* Add gpt-image-2 as version option (#13501 )
* Allow logging in comfy app files. (#13505 )
* chore: update workflow templates to v0.9.59 (#13507 )
* fix(veo): reject 4K resolution for veo-3.0 models in Veo3VideoGenerationNode (#13504 )
The tooltip on the resolution input states that 4K is not available for
veo-3.1-lite or veo-3.0 models, but the execute guard only rejected the
lite combination. Selecting 4K with veo-3.0-generate-001 or
veo-3.0-fast-generate-001 would fall through and hit the upstream API
with an invalid request.
Broaden the guard to match the documented behavior and update the error
message accordingly.
Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>
* feat: RIFE and FILM frame interpolation model support (CORE-29) (#13258 )
* initial RIFE support
* Also support FILM
* Better RAM usage, reduce FILM VRAM peak
* Add model folder placeholder
* Fix oom fallback frame loss
* Remove torch.compile for now
* Rename model input
* Shorter input type name
---------
* fix: use Parameter assignment for Stable_Zero123 cc_projection weights (fixes #13492 ) (#13518 )
On Windows with aimdo enabled, disable_weight_init.Linear uses lazy
initialization that sets weight and bias to None to avoid unnecessary
memory allocation. This caused a crash when copy_() was called on the
None weight attribute in Stable_Zero123.__init__.
Replace copy_() with direct torch.nn.Parameter assignment, which works
correctly on both Windows (aimdo enabled) and other platforms.
* Derive InterruptProcessingException from BaseException (#13523 )
* bump manager version to 4.2.1 (#13516 )
* ModelPatcherDynamic: force cast stray weights on comfy layers (#13487 )
the mixed_precision ops can have input_scale parameters that are used
in tensor math but arent a weight or bias so dont get proper VRAM
management. Treat these as force-castable parameters like the non comfy
weight, random params are buffers already are.
* Update logging level for invalid version format (#13526 )
* [Partner Nodes] add SD2 real human support (#13509 )
* feat(api-nodes): add SD2 real human support
Signed-off-by: bigcat88 <bigcat88@icloud.com>
* fix: add validation before uploading Assets
Signed-off-by: bigcat88 <bigcat88@icloud.com>
* Add asset_id and group_id displaying on the node
Signed-off-by: bigcat88 <bigcat88@icloud.com>
* extend poll_op to use instead of custom async cycle
Signed-off-by: bigcat88 <bigcat88@icloud.com>
* added the polling for the "Active" status after asset creation
Signed-off-by: bigcat88 <bigcat88@icloud.com>
* updated tooltip for group_id
* allow usage of real human in the ByteDance2FirstLastFrame node
* add reference count limits
* corrected price in status when input assets contain video
Signed-off-by: bigcat88 <bigcat88@icloud.com>
---------
Signed-off-by: bigcat88 <bigcat88@icloud.com>
* feat: SAM (segment anything) 3.1 support (CORE-34) (#13408 )
* [Partner Nodes] GPTImage: fix price badges, add new resolutions (#13519 )
* fix(api-nodes): fixed price badges, add new resolutions
Signed-off-by: bigcat88 <bigcat88@icloud.com>
* proper calculate the total run cost when "n > 1"
Signed-off-by: bigcat88 <bigcat88@icloud.com>
---------
Signed-off-by: bigcat88 <bigcat88@icloud.com>
* chore: update workflow templates to v0.9.61 (#13533 )
* chore: update embedded docs to v0.4.4 (#13535 )
* add 4K resolution to Kling nodes (#13536 )
Signed-off-by: bigcat88 <bigcat88@icloud.com>
* Fix LTXV Reference Audio node (#13531 )
* comfy-aimdo 0.2.14: Hotfix async allocator estimations (#13534 )
This was doing an over-estimate of VRAM used by the async allocator when lots
of little small tensors were in play.
Also change the versioning scheme to == so we can roll forward aimdo without
worrying about stable regressions downstream in comfyUI core.
* Disable sageattention for SAM3 (#13529 )
Causes Nans
* execution: Add anti-cycle validation (#13169 )
Currently if the graph contains a cycle, the just inifitiate recursions,
hits a catch all then throws a generic error against the output node
that seeded the validation. Instead, fail the offending cycling mode
chain and handlng it as an error in its own right.
Co-authored-by: guill <jacob.e.segal@gmail.com>
* chore: update workflow templates to v0.9.62 (#13539 )
---------
Signed-off-by: bigcat88 <bigcat88@icloud.com>
Co-authored-by: Octopus <liyuan851277048@icloud.com>
Co-authored-by: comfyanonymous <121283862+comfyanonymous@users.noreply.github.com>
Co-authored-by: Comfy Org PR Bot <snomiao+comfy-pr@gmail.com>
Co-authored-by: Alexander Piskun <13381981+bigcat88@users.noreply.github.com>
Co-authored-by: Jukka Seppänen <40791699+kijai@users.noreply.github.com>
Co-authored-by: AustinMroz <austin@comfy.org>
Co-authored-by: Daxiong (Lin) <contact@comfyui-wiki.com>
Co-authored-by: Matt Miller <matt@miller-media.com>
Co-authored-by: blepping <157360029+blepping@users.noreply.github.com>
Co-authored-by: Dr.Lt.Data <128333288+ltdrdata@users.noreply.github.com>
Co-authored-by: rattus <46076784+rattus128@users.noreply.github.com>
Co-authored-by: guill <jacob.e.segal@gmail.com>
2026-04-23 19:20:14 -07:00
Bedovyy
b41ab53b6f
Use ErnieTEModel_ not ErnieTEModel. ( #13431 )
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2026-04-16 10:11:58 -04:00
comfyanonymous
722bc73319
Make text generation work with ministral model. ( #13395 )
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Needs template before it works properly.
2026-04-13 20:43:57 -04:00
comfyanonymous
c2657d5fb9
Fix typo. ( #13382 )
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2026-04-12 23:37:13 -04:00
comfyanonymous
31283d2892
Implement Ernie Image model. ( #13369 )
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2026-04-11 22:29:31 -04:00
Jukka Seppänen
b0fd65e884
fix: regression in text generate with LTXAV model ( #13170 )
2026-03-26 09:55:05 -07:00
comfyanonymous
2a1f402601
Make Qwen 8B work with TextGenerate node. ( #13160 )
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2026-03-25 23:21:44 -04:00
Jukka Seppänen
404d7b9978
feat: Support Qwen3.5 text generation models ( #12771 )
2026-03-25 22:48:28 -04:00
Talmaj
d49420b3c7
LongCat-Image edit ( #13003 )
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2026-03-21 23:51:05 -04:00
comfyanonymous
43c64b6308
Support the LTXAV 2.3 model. ( #12773 )
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2026-03-04 20:06:20 -05:00
fappaz
95e1059661
fix(ace15): handle missing lm_metadata in memory estimation during checkpoint export #12669 ( #12686 )
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2026-02-28 01:18:40 -05:00
Talmaj
ac4412d0fa
Native LongCat-Image implementation ( #12597 )
2026-02-27 23:04:34 -05:00
comfyanonymous
7253531670
Fix ltxav te mem estimation. ( #12643 )
2026-02-25 23:13:47 -05:00
comfyanonymous
e14b04478c
Fix LTXAV text enc min length. ( #12640 )
...
Should have been 1024 instead of 512
2026-02-25 22:36:02 -05:00
comfyanonymous
84aba95e03
Temporality unbreak some LTXAV workflows to give people time to migrate. ( #12605 )
2026-02-24 00:50:03 -05:00
comfyanonymous
f266b8d352
Move LTXAV av embedding connectors to diffusion model. ( #12569 )
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2026-02-21 22:29:58 -05:00
comfyanonymous
0301ccf745
Small cleanup and try to get qwen 3 work with the text gen. ( #12537 )
2026-02-19 22:42:28 -05:00
Jukka Seppänen
6d11cc7354
feat: Add basic text generation support with native models, initially supporting Gemma3 ( #12392 )
2026-02-18 20:49:43 -05:00
comfyanonymous
712efb466b
Add left padding to LTXAV text encoder. ( #12456 )
2026-02-13 21:56:54 -05:00
comfyanonymous
831351a29e
Support generating attention masks for left padded text encoders. ( #12454 )
2026-02-13 20:15:23 -05:00
rattus
ae79e33345
llama: use a more efficient rope implementation ( #12434 )
...
Get rid of the cat and unary negation and inplace add-cmul the two
halves of the rope. Precompute -sin once at the start of the model
rather than every transformer block.
This is slightly faster on both GPU and CPU bound setups.
2026-02-12 19:56:42 -05:00
askmyteapot
e5ae670a40
Update ace15.py to allow min_p sampling ( #12373 )
2026-02-11 20:28:48 -05:00
rattus
2a4328d639
ace15: Use dynamic_vram friendly trange ( #12409 )
...
Factor out the ksampler trange and use it in ACE LLM to prevent the
silent stall at 0 and rate distortion due to first-step model load.
2026-02-11 14:53:42 -05:00
comfyanonymous
a4be04c5d7
Ace step prompts match now. ( #12376 )
2026-02-09 19:45:56 -05:00
blepping
baf8c87455
Iimprovements to ACE-Steps 1.5 text encoding (part 2) ( #12350 )
2026-02-09 19:41:49 -05:00
comfyanonymous
f350a84261
Disable prompt weights for ltxv2. ( #12354 )
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2026-02-07 19:16:28 -05:00
comfyanonymous
204e65b8dc
Fix bug with last pr ( #12338 )
2026-02-06 19:48:20 -05:00
asagi4
a831c19b70
Fix return_word_ids=True with Anima tokenizer ( #12328 )
2026-02-06 19:38:04 -05:00
blepping
a246cc02b2
Improvements to ACE-Steps 1.5 text encoding ( #12283 )
2026-02-05 00:17:37 -05:00
comfyanonymous
6125b80979
Add llm sampling options and make reference audio work on ace step 1.5 ( #12295 )
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2026-02-04 21:29:22 -05:00
comfyanonymous
26dd7eb421
Fix ace step nan issue on some hardware/pytorch configs. ( #12289 )
2026-02-04 18:25:06 -05:00
comfyanonymous
a31681564d
Fix crash with ace step 1.5 ( #12264 )
2026-02-04 00:03:21 -05:00
comfyanonymous
fe2511468d
Support the 4B ace step 1.5 lm model. ( #12257 )
...
Can be used as an alternative to the 1.7B
2026-02-03 19:01:38 -05:00
comfyanonymous
85fc35e8fa
Fix mac issue. ( #12250 )
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2026-02-03 12:19:39 -05:00
comfyanonymous
223364743c
llama: cast logits as a comfy-weight ( #12248 )
...
This is using a different layers weight with .to(). Change it to use
the ops caster if the original layer is a comfy weight so that it picks
up dynamic_vram and async_offload functionality in full.
Co-authored-by: Rattus <rattus128@gmail.com>
2026-02-03 11:31:36 -05:00
comfyanonymous
affe881354
Fix some issues with mac. ( #12247 )
2026-02-03 11:07:04 -05:00
comfyanonymous
f5030e26fd
Add progress bar to ace step. ( #12242 )
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2026-02-03 04:09:30 -05:00
comfyanonymous
3c1a1a2df8
Basic support for the ace step 1.5 model. ( #12237 )
2026-02-03 00:06:18 -05:00
comfyanonymous
dd86b15521
Enable embeddings for some qwen 3 models. ( #12218 )
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2026-02-02 03:51:09 -05:00
rattus
f8acd9c402
Reduce RAM usage, fix VRAM OOMs, and fix Windows shared memory spilling with adaptive model loading ( #11845 )
2026-02-01 01:01:11 -05:00
comfyanonymous
873de5f37a
KV cache implementation for using llama models for text generation. ( #12195 )
2026-01-31 21:11:11 -05:00
comfyanonymous
2129e7d278
Fix mistral 3 tokenizer code failing on latest transformers version and other breakage. ( #12095 )
...
* Fix mistral 3 tokenizer code failing on latest transformers version.
* Add requests to the requirements
2026-01-26 11:39:00 -05:00
comfyanonymous
09a2e67151
Support loading flux 2 klein checkpoints saved with SaveCheckpoint. ( #12033 )
2026-01-22 18:20:48 -05:00
Jukka Seppänen
245f6139b6
More targeted embedding_connector loading for LTX2 text encoder ( #11992 )
...
Reduces errors
2026-01-21 23:05:06 -05:00
comfyanonymous
abe2ec26a6
Support the Anima model. ( #12012 )
2026-01-21 19:44:28 -05:00
comfyanonymous
e755268e7b
Config for Qwen 3 0.6B model. ( #11998 )
2026-01-20 23:08:31 -05:00
comfyanonymous
70c91b8248
Fix #11963 ( #11982 )
2026-01-19 22:32:40 -05:00
comfyanonymous
3b832231bb
Flux2 Klein support. ( #11890 )
2026-01-15 10:33:15 -05:00
Jukka Seppänen
be518db5a7
Remove extraneous clip missing warnings when loading LTX2 embeddings_connector weights ( #11874 )
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2026-01-14 17:54:04 -05:00
comfyanonymous
2f642d5d9b
Fix chroma fp8 te being treated as fp16. ( #11795 )
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2026-01-10 14:40:42 -08:00
